Discover datasets

EEG recordings from a P300 speller brain-computer interface study comparing flashing paradigms for online typing with language model support. The dataset was collected with BCI2000 to evaluate typing performance across different stimulus presentation schemes. It supports research on P300-based communication interfaces.

Participants

11

Citations

1

Size

1.46 GB

Version

v1.0.0

Updated

May 13, 2026

…multi-sensory setup including visual, auditory, and contextual elements Space station environment…

Participants

84

Channels

69 (10-10)

Size

144 GB

Version

v1.0.0

Updated

Jun 30, 2026

An EEG dataset of imagined speech from 15 healthy participants comparing traditional cue-based and gamified (Pac-Man maze) paradigms for brain-computer interface applications. It comprises 1,800 trials of four Spanish directional commands (avanzar, retroceder, derecha, izquierda) recorded at 500 Hz from 24 electrodes. This BIDS derivative, distributed via MOABB and NEMAR, supports evaluation of how paradigm design affects imagined speech decoding.

Participants

15

Channels

24 (10-10)

HED

v8.4.0

Size

1.52 GB

Version

v1.0.3

Updated

Aug 18, 2026

…tremor symptoms through targeted brain modulation", Brain Stimulation, doi:10.1016/j…

Participants

9

Size

37.7 GB

Version

v1.0.0

Updated

Oct 13, 2026

A multimodal EEG, EOG and EMG dataset from 25 healthy, BCI-naive right-handed participants performing motor imagery and real movement of 11 intuitive upper-limb tasks. The tasks were 6 reaching directions, 3 grasping types and 2 wrist-twisting movements. Each participant completed 3 sessions of 550 trials. Recordings used 60 EEG channels at 1000 Hz. This BIDS derivative was generated via MOABB and is intended for BCI research on motor control and prosthetics.

Participants

25

Channels

71 (10-10)

Citations

87

HED

v8.4.0

Size

326 GB

Version

v1.0.2

Updated

Aug 18, 2026

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000124-blue…

Participants

24

Channels

64 (10-10)

Citations

5

HED

v8.4.0

Size

33.1 GB

Version

v1.0.3

Updated

Oct 8, 2026

This dataset provides intracranial EEG recordings and behavioral events from a cued recall paired-associates memory task with open-loop electrical stimulation. Participants studied word pairs, completed an arithmetic distractor, and then performed cued recall. Stimulation was delivered to single hippocampal or entorhinal electrodes during either encoding or retrieval. Data were collected at clinical sites in collaboration with the Computational Memory Lab at the University of Pennsylvania.

Participants

20

Size

26.3 GB

Version

v1.0.0

Updated

Jun 27, 2026

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000129-blue…

Participants

70

Channels

64 (10-10)

Citations

97

HED

v8.4.0

Size

7.72 GB

Version

v1.0.2

Updated

Aug 18, 2026

EEG dataset recorded during rapid serial visual presentation (RSVP) of sentences with flanking words, in which the critical center word was shown between grey flanker words. Sentences contained subject-verb agreement violations, semantic violations, double violations, word-order violations, or no violation (controls). The dataset supports research on sentence processing and parafoveal word processing during reading.

Participants

64

Channels

32 (10-10)

Size

6.22 GB

Version

v1.0.0

Updated

Sep 8, 2026

[![DOI](https://img.shields.io/badge/DOI-10.82901%2Fnemar.nm000118-blue…

Participants

9

Channels

8 (10-10)

Citations

92

HED

v8.4.0

Size

196 MB

Version

v1.0.3

Updated

Oct 8, 2026